115 search results - page 8 / 23 » Boosting and Differential Privacy |
CORR
2010
Springer
13 years 9 months ago
2010
Springer
STOC
2009
ACM
14 years 10 months ago
2009
ACM
A mechanism for releasing information about a statistical database with sensitive data must resolve a trade-off between utility and privacy. Publishing fully accurate information ...
PET
2012
Springer
12 years 1 days ago
2012
Springer
We consider applications scenarios where an untrusted aggregator wishes to continually monitor the heavy-hitters across a set of distributed streams. Since each stream can contain ...
CVPR
2005
IEEE
14 years 11 months ago
2005
IEEE
The aim of salient point detection is to find distinctive events in images. Salient features are generally determined from the local differential structure of images. They focus o...
ICDM
2009
IEEE
13 years 7 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...